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CLEF
2010
Springer
13 years 11 months ago
LEAR and XRCE's Participation to Visual Concept Detection Task - ImageCLEF 2010
In this paper we present the common effort of Lear and XRCE for the ImageCLEF Visual Concept Detection and Annotation Task. We first sought to combine our individual state-of-the-a...
Thomas Mensink, Gabriela Csurka, Florent Perronnin...
SSDBM
2010
IEEE
117views Database» more  SSDBM 2010»
14 years 2 months ago
Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces
There are abundant scenarios for applications of similarity search in databases where the similarity of objects is defined for a subset of attributes, i.e., in a subspace, only. Wh...
Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-...
IJISTA
2010
100views more  IJISTA 2010»
13 years 8 months ago
Development of an awakening detection system with the NN and adaptation for fluctuation of brightness quantity in the captured i
Recently, accidents such that seniors fall down from the bed in care facilities or hospitals are increased. To prevent these accidents, we have developed an awakening detection sys...
Nobuhisa Yamanaka, Hironobu Satoh, Fumiaki Takeda
SISAP
2010
IEEE
259views Data Mining» more  SISAP 2010»
13 years 7 months ago
kNN based image classification relying on local feature similarity
In this paper, we propose a novel image classification approach, derived from the kNN classification strategy, that is particularly suited to be used when classifying images descr...
Giuseppe Amato, Fabrizio Falchi
ICASSP
2010
IEEE
13 years 10 months ago
Optimized intrinsic dimension estimator using nearest neighbor graphs
We develop an approach to intrinsic dimension estimation based on k-nearest neighbor (kNN) distances. The dimension estimator is derived using a general theory on functionals of k...
Kumar Sricharan, Raviv Raich, Alfred O. Hero III